Introduction - Get to know the data

We conducted the exploratory data analysis for the Covid-19 data in Ohio in 2021. First, we get a glimpse of the data

Rows: 1,175,665
Columns: 30
$ id                                  <chr> "0007cb93", "0007cb93", "0007cb93"…
$ date                                <date> 2021-01-01, 2021-01-02, 2021-01-0…
$ confirmed                           <dbl> 236, 239, 240, 241, 243, 245, 247,…
$ deaths                              <dbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2…
$ people_vaccinated                   <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ people_fully_vaccinated             <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ school_closing                      <dbl> -2, -2, -2, -2, -2, -2, -2, -2, -2…
$ workplace_closing                   <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1…
$ cancel_events                       <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1…
$ gatherings_restrictions             <dbl> 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3…
$ transport_closing                   <dbl> -1, -1, -1, -1, -1, -1, -1, -1, -1…
$ stay_home_restrictions              <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1…
$ internal_movement_restrictions      <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1…
$ international_movement_restrictions <dbl> 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3…
$ information_campaigns               <dbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2…
$ testing_policy                      <dbl> 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3…
$ contact_tracing                     <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1…
$ facial_coverings                    <dbl> -2, -2, -2, -2, -2, -2, -2, -2, -2…
$ vaccination_policy                  <dbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2…
$ elderly_people_protection           <dbl> -2, -2, -2, -2, -2, -2, -2, -2, -2…
$ government_response_index           <dbl> -57.45, -57.45, -57.45, -57.45, -5…
$ stringency_index                    <dbl> -54.63, -54.63, -54.63, -54.63, -5…
$ containment_health_index            <dbl> -54.94, -54.94, -54.94, -54.94, -5…
$ economic_support_index              <dbl> -75, -75, -75, -75, -75, -75, -75,…
$ administrative_area_level_1         <chr> "United States", "United States", …
$ administrative_area_level_2         <chr> "Georgia", "Georgia", "Georgia", "…
$ administrative_area_level_3         <chr> "Schley", "Schley", "Schley", "Sch…
$ latitude                            <dbl> 32.29202, 32.29202, 32.29202, 32.2…
$ longitude                           <dbl> -84.31604, -84.31604, -84.31604, -…
$ population                          <dbl> 5257, 5257, 5257, 5257, 5257, 5257…

Distribution of the cumulative number of confirmed cases on January 1, 2021

Distribution of the cumulative number of confirmed cases on December 31, 2021

Confirmed Cases versus Population

Not Relevent to Covid Example

Minimum Confirmed Cases and Deaths

We find the minimum cumulative number of confirmed cases and the minimum number of cumulative number of deaths at the beginning of the year and the corresponding counties where these values occurred.